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Disability-Inclusive Diabetes Self-management Telehealth Program: Protocol for a Pilot and Feasibility Study
Eric Evans1, Ayse Zengul2, Allyson Hall1
1Department of Health Services Administration, University of Alabama at Birmingham, Birmingham, AL, United States.
JMIR Research Protocols
|September 10, 2021
Summary
This study explores the Artificial Intelligence for Diabetes Management (AI4DM) telehealth platform for individuals with disabilities and type 2 diabetes. The AI4DM intervention shows potential for scalable diabetes self-management in this population.
Area of Science:
- Diabetes Management
- Assistive Technology
- Health Coaching
Background:
- Individuals with disabilities and type 2 diabetes need accessible self-management programs.
- Health coaching and telehealth can improve behavioral changes and access to care.
- The Artificial Intelligence for Diabetes Management (AI4DM) platform aims to address these needs.
Purpose of the Study:
- To assess the feasibility and acceptability of the AI4DM telehealth intervention.
- To evaluate the preliminary efficacy of AI4DM for people with disabilities.
- To outline the study design for the AI4DM intervention.
Main Methods:
- A 12-month, 2-arm randomized controlled trial involving 90 participants.
- Intervention includes telecoaching, diabetes educational content, and technology access.
- Assesses glycemic control (HbA1c) and psychosocial measures at 3, 6, and 12 months.
Main Results:
- The AI4DM study protocol was approved by the university's institutional review board.
- Recruitment and enrollment were scheduled to begin in October 2021.
Conclusions:
- The AI4DM study will enhance understanding of web-based diabetes self-management for people with disabilities.
- The AI4DM intervention offers a potentially scalable and novel approach to managing type 2 diabetes in this population.

